Comparison of two novel heuristic dynamic channel allocation techniques in cellular systems

International Journal of Communication Systems

Volumn 11, Issue 6, 1998, Pages 379-386

  Sandalidis, Harilaos G ^a,c,d   Stavroulakis, Peter P ^a,c,e   Rodriguez Tellez, Joe ^b  

^a Telecommunication Systems Institute of Crete (TSI)   (Greece)

^b UNIVERSITY OF BRADFORD   (United Kingdom)

^c Telecom Institute of Crete   (Greece)

^d TECHNICAL UNIVERSITY OF CRETE   (Greece)

^e IEEE

Author keywords

Cellular communications; Combinatorial evolution strategy (CES); Dynamic channel assignment (DCA); Evolutionary algorithms (EAs); Genetic algorithm (GA)

Indexed keywords

EID: 24044435338     PISSN: 10745351     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-1131(199811/12)11:6<379::AID-DAC379>3.0.CO;2-1     Document Type: Review

References (20)

1. R. C. V. Macario, Cellular Radio: Principles and Design, 2nd edn, Macmillan, London, 1997.
2. A. Mehrotra, Cellular Radio, Analog and Digital Systems, Artech House, Boston, MA, 1994.
3. D. Kunz, 'Channel assignment for cellular radio using neural networks', IEEE Trans. Vehic. Technol. VT-40, 188-193 (1991).
4. M. Duque-Anton, D. Kunz and B. Ruber, 'Channel assignment for cellular radio using simulated annealing', IEEE Trans. Vehic. Technol., VT-42, 14-21 (1993)
5. D. J. Castelino, S. Hurley and N. M. Stephens, 'A tabu search algorithm for frequency assignment', Ann. Oper. Res., 63, 301-319 (1996).
6. W. Crompton, S. Hurley and N. M. Stephens, 'A parallel genetic algorithm for frequency assignment problems', Proc. IMACS/IEEE Conf. on Signal Processing, Robotics and Neural Networks, 1994, pp. 81-84.
7. M. Cuppini, 'A genetic algorithm for channel assignment problems', European Transactions on Telecommunications, 5, 285-294 (1994).
8. K. Lai and G. G. Coghill, 'Channel assignment through evolutionary optimization', IEEE Trans. Vehic. Technol., VT-45, 91-96 (1996).
9. R. Dorne and J. K. Hao, 'Constraint handling in evolutionary search: a case study of the frequency assignment'. Lecture Notes Comput. Sci., 1141, 801-810 (1996).
10. P. T. H. Chan, M. Palaniswami and D. Everitt, 'Neural network-based dynamic channel assignment for cellular mobile communication systems', IEEE Trans. Vehic. Technol., VT-43, 279-288 (1994).
11. K. Nakano, M. Yokono, M. Sengoku, Y. Yamaguchi, S. Shinoda, S. Motooka and T. Abe, 'An application of dynamic channel assignment to a part of a service area of a cellular mobile communication system', IEICE Trans. Fund. Electron., 75, 369-379 (1992).
12. E. Del Re, R. Fantacci and L. Ronga, 'A dynamic channel allocation technique based on Hopfield neural networks', IEEE Trans. Vehic. Technol., VT-45, 26-32 (1996).
13. T. Back, U. Hammel and H. P. Schwefel, 'Evolutionary computation: comments on the history and current state', IEEE Trans. Evolut. Comput., EC-1, 3-17 (1997).
14. W. M. Spears, K. A. DeJong, T. Back, D. B. Fogel and H. DeGaris, 'An overview of evolutionary computation', Proc. 1993 Eur. Conf. on Machine Larning, 1993.
15. H. G. Sandalidis, P. P. Stavroulakis and J. Rodriguez-Tellez, 'Implementation of genetic algorithms to a channel assignment problem in cellular communications', 6th Int. Conf. on Advances in Communications and Control (COMCON 6), Corfu, 1997, pp. 453-460.
16. H. G. Sandalidis, P. P. Stavroulakis and J. Rodriguez-Tellez, 'A combinatorial evolution strategy for dynamic channel assignment in cellular radio', ACM 1998 Symp. on Applied Computing (SAC '98), Atlanta, GA, 1998, pp. 303-307.
17. P. Mars, J. R. Chen and R. Nambiar, Learning Algorithms: Theory and Applications in Signal Processing, Control and Communications, CRC Press, Boca Raton, FL, 1996.
18. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, 3rd edn, Springer, New York, 1996.
19. V. Nissen, 'Solving the quadratic assignment problem with clues from nature', IEEE Trans. Neural Netw., NN-5, 66-72 (1994).
20. M. Zhang and T. P. Yum, 'Comparisons of channel assignment strategies in cellular mobile telephone systems', IEEE Trans. Vehic. Technol., VT-38, 211-215 (1989).